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Hand gesture recognition via deep data optimization and 3D reconstruction [PDF]
PeerJ Computer Science, 2023 Hand gesture recognition (HGR) are the most significant tasks for communicating with the real-world environment. Recently, gesture recognition has been extensively utilized in diverse domains, including but not limited to virtual reality, augmented ...
Zaid Mustafa +2 more
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End-to-End Ultrasonic Hand Gesture Recognition [PDF]
SensorsAs the number of electronic gadgets in our daily lives is increasing and most of them require some kind of human interaction, this demands innovative, convenient input methods.
Elfi Fertl +6 more
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HGR-ViT: Hand Gesture Recognition with Vision Transformer [PDF]
Sensors, 2023 Hand gesture recognition (HGR) is a crucial area of research that enhances communication by overcoming language barriers and facilitating human-computer interaction.
Chun Keat Tan +4 more
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SSRN Electronic Journal, 2022 Abstract: Hand gesture recognition system has evolved within the recent few years due to evolving of technology and mostly due to device dependent life. People are now turning towards technology for a far better life with computer and portable devices being an enormous part of it.
Rohan Saxena +3 more
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Semi-Supervised Joint Learning for Hand Gesture Recognition from a Single Color Image
Sensors, 2021 Hand gesture recognition and hand pose estimation are two closely correlated tasks. In this paper, we propose a deep-learning based approach which jointly learns an intermediate level shared feature for these two tasks, so that the hand gesture ...
Chi Xu, Yunkai Jiang, Jun Zhou, Yi Liu
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A systematic review on hand gesture recognition techniques, challenges and applications [PDF]
PeerJ Computer Science, 2019 Background With the development of today’s technology, and as humans tend to naturally use hand gestures in their communication process to clarify their intentions, hand gesture recognition is considered to be an important part of Human Computer ...
Mais Yasen, Shaidah Jusoh
doaj +2 more sources
Gesture Recognition and Hand Tracking for Anti-Counterfeit Palmvein Recognition
Applied Sciences, 2023 At present, COVID-19 is posing a serious threat to global human health. The features of hand veins in infrared environments have many advantages, including non-contact acquisition, security, privacy, etc., which can remarkably reduce the risks of COVID ...
Jiawei Xu, Lu Leng, Byung-Gyu Kim
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A Review of the Hand Gesture Recognition System: Current Progress and Future Directions
IEEE Access, 2021 This paper reviewed the sign language research in the vision-based hand gesture recognition system from 2014 to 2020. Its objective is to identify the progress and what needs more attention. We have extracted a total of 98 articles from well-known online
Noraini Mohamed +2 more
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Global Research and Development Journals, 2020 Evolution of user interfaces shapes the change in the human-computerinteraction devices. As three-dimensional (3-D) applications take place, theneed for a new type of interaction device arises since traditional devices suchas mouse, keyboard, joystick, etc? become inefficient for interaction withinthese virtual environments.
Ranjith Kumar T. +2 more
openaire +3 more sources
Robust Hand Gesture Recognition Based on RGB-D Data for Natural Human–Computer Interaction
IEEE Access, 2022 To naturally interact with virtual environment by hand gesture, this paper presents a robust RGB-D data based recognition method of static and dynamic hand gesture.
Jun Xu +3 more
doaj +1 more source